2.9 - Cognitive Biases in Decision-making
The concept of cognitive biases and their impact on decision-making
Cognitive biases are systematic, illogical errors in thinking that influence how decisions are made, often leading to flawed or irrational choices that are not based on objective reality.
These biases can distort how information is processed, leading to misjudgements or poor choices.
Specific types of cognitive biases and their effects
Cognitive biases manifest in different forms, each altering decision-making processes in unique ways.
Categories of cognitive biases
- Framing effects - The way a situation is presented or perceived influences decisions. For instance, in gambling scenarios, individuals who feel they are ahead (in a position of gain) tend to avoid risks, while those who feel they are behind (in a position of loss) are more likely to take bigger risks to recover.
- Use of information - Certain types of information are prioritised over others:
- Easily available information is often relied upon, even if it's not the most relevant.
- Easily memorable information tends to carry more weight in decision-making.
- Information that portrays an individual positively, known as self-serving bias, is favoured.
- Information that aligns with pre-existing beliefs, termed confirmation bias, is preferred over contradictory data.
- Judgement biases - Decisions are influenced by a reluctance to consider information with uncertainty, as it reduces confidence. Additionally, once a decision is made, new information that contradicts it is often disregarded, a phenomenon known as insufficient anchoring judgement.
Post-decision evaluation and related biases
After decisions are made, individuals often evaluate outcomes in ways that protect their self-esteem and reinforce a sense of control.
Biases in post-decision evaluation
- Fundamental attribution bias - Favourable outcomes are attributed to personal actions or control, while unfavourable outcomes are blamed on external factors beyond personal influence.
- Illusion of control - Individuals develop distorted understandings of events, such as adopting superstitions, to feel they can influence external circumstances that are actually beyond their control.
- Hindsight bias - Events are seen as having been predictable after they occur, even when there was no prior evidence to suggest such an outcome.
Research evidence supporting cognitive biases
Numerous studies have demonstrated the existence and impact of cognitive biases across various contexts.
Key studies on cognitive biases
- Marsh & Hanlon (2007) - This study revealed how confirmation bias affects even experts. Biologists given different expectations about salamanders made varying observations, showing a tendency to interpret data in line with preconceived notions.
- Brandt et al. (1975) - Focused on self-serving bias, this research found that teachers attributed student success to their own teaching abilities but blamed student failures on the students' shortcomings.
- Fluke et al. (2010) - Investigated the illusion of control, finding that superstitions often arise as a means to gain a sense of control over uncertain situations.
Evaluations and practical applications of cognitive biases
While cognitive biases are well-documented, their study and implications come with both strengths and limitations.
Strengths of research on cognitive biases
- Real-life relevance - Cognitive biases are observable in everyday scenarios. For example, individuals with paranormal beliefs often exhibit the illusion of control, believing they can influence outcomes like warding off negative forces, which can reduce anxiety.
- Research support - A substantial body of evidence from multiple studies confirms the existence and effects of cognitive biases.
Limitations of research on cognitive biases
- Lack of ecological validity - Many studies are conducted in controlled, artificial laboratory environments, which may not accurately reflect real-world decision-making contexts.
- Ethical concerns - Some research, particularly on self-serving bias, involves deception, raising ethical questions about participant treatment. Such practices are increasingly viewed as unjustifiable.
Practical application in gambling
Cognitive biases are often exploited in practical settings, such as in gambling industries. Bookmakers adjust odds to take advantage of punters' tendencies. For instance, during the final race of a day, when many punters have incurred significant losses, odds on favourite horses are reduced, while longer odds are offered on less likely winners. This encourages riskier bets on outsiders as punters attempt to recover losses.
Issues and debates surrounding cognitive biases
Research often assumes cognitive biases affect individuals uniformly, adopting a nomothetic perspective. However, there are significant individual differences, influenced by personality traits, in how much biases impact decision-making, suggesting a need for more idiographic considerations.